Blood–brain barrier and brain structural changes in lung cancer patients with non-brain metastases

PurposeTo explore the relationship between blood-brain barrier (BBB) leakage and brain structure in non-brain metastasis lung cancer (LC) by magnetic resonance imaging (MRI) as well as to indicate the possibility of brain metastasis (BM) occurrence.Patients and methodsMRI were performed in 75 LC pat...

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Main Authors: Da-Fu Zhang, Huan Ma, Guang-Jun Yang, Zhi-Ping Zhang, Yin-Fu He, Mao-Yang Feng, Bao-Ci Shan, Xiu-Feng Xu, Ying-Ying Ding, Yu-Qi Cheng
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-10-01
Series:Frontiers in Oncology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2022.1015011/full
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author Da-Fu Zhang
Da-Fu Zhang
Huan Ma
Huan Ma
Guang-Jun Yang
Zhi-Ping Zhang
Yin-Fu He
Mao-Yang Feng
Bao-Ci Shan
Xiu-Feng Xu
Xiu-Feng Xu
Ying-Ying Ding
Yu-Qi Cheng
Yu-Qi Cheng
author_facet Da-Fu Zhang
Da-Fu Zhang
Huan Ma
Huan Ma
Guang-Jun Yang
Zhi-Ping Zhang
Yin-Fu He
Mao-Yang Feng
Bao-Ci Shan
Xiu-Feng Xu
Xiu-Feng Xu
Ying-Ying Ding
Yu-Qi Cheng
Yu-Qi Cheng
author_sort Da-Fu Zhang
collection DOAJ
description PurposeTo explore the relationship between blood-brain barrier (BBB) leakage and brain structure in non-brain metastasis lung cancer (LC) by magnetic resonance imaging (MRI) as well as to indicate the possibility of brain metastasis (BM) occurrence.Patients and methodsMRI were performed in 75 LC patients and 29 counterpart healthy peoples (HCs). We used the Patlak pharmacokinetic model to calculate the average leakage in each brain region according to the automated anatomical labeling (AAL) atlas. The thickness of the cortex and the volumes of subcortical structures were calculated using the FreeSurfer base on Destrieux atlas. We compared the thickness of the cerebral cortex, the volumes of subcortical structures, and the leakage rates of BBB, and evaluated the relationships between these parameters.ResultsCompared with HCs, the leakage rates of seven brain regions were higher in patients with advanced LC (aLC). In contrast to patients with early LC (eLC), the cortical thickness of two regions was decreased in aLCs. The volumes of twelve regions were also reduced in aLCs. Brain regions with increased BBB penetration showed negative correlations with thinner cortices and reduced subcortical structure volumes (P<0.05, R=-0.2 to -0.50). BBB penetration was positively correlated with tumor size and with levels of the tumor marker CYFRA21-1 (P<0.05, R=0.2–0.70).ConclusionWe found an increase in BBB permeability in non-BM aLCs that corresponded to a thinner cortical thickness and smaller subcortical structure volumes. With progression in LC staging, BBB shows higher permeability and may be more likely to develop into BM.
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spelling doaj.art-c5599889ee6842e18eec15010ca7a0bd2022-12-22T04:06:16ZengFrontiers Media S.A.Frontiers in Oncology2234-943X2022-10-011210.3389/fonc.2022.10150111015011Blood–brain barrier and brain structural changes in lung cancer patients with non-brain metastasesDa-Fu Zhang0Da-Fu Zhang1Huan Ma2Huan Ma3Guang-Jun Yang4Zhi-Ping Zhang5Yin-Fu He6Mao-Yang Feng7Bao-Ci Shan8Xiu-Feng Xu9Xiu-Feng Xu10Ying-Ying Ding11Yu-Qi Cheng12Yu-Qi Cheng13Department of Psychiatry, the First Affiliated Hospital of Kunming Medical University, Kunming, ChinaDepartment of Radiology, the Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer Hospital, Yunnan Cancer Center, Kunming, ChinaDepartment of Radiology, the Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer Hospital, Yunnan Cancer Center, Kunming, ChinaDepartment of Psychiatry, the Second Affiliated Hospital of Kunming Medical University, Kunming, ChinaDepartment of Radiology, the Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer Hospital, Yunnan Cancer Center, Kunming, ChinaDepartment of Radiology, the Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer Hospital, Yunnan Cancer Center, Kunming, ChinaDepartment of Radiology, the Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer Hospital, Yunnan Cancer Center, Kunming, ChinaDepartment of Psychiatry, the First Affiliated Hospital of Kunming Medical University, Kunming, ChinaLaboratory of Nuclear Analysis Techniques, Institute of High Energy Physics, Chinese Academy of Sciences, Beijing, ChinaDepartment of Psychiatry, the First Affiliated Hospital of Kunming Medical University, Kunming, ChinaYunnan Clinical Research Center for Mental Disorders, The First Affiliated Hospital of Kunming Medical University, Kunming, ChinaDepartment of Radiology, the Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer Hospital, Yunnan Cancer Center, Kunming, ChinaDepartment of Psychiatry, the First Affiliated Hospital of Kunming Medical University, Kunming, ChinaYunnan Clinical Research Center for Mental Disorders, The First Affiliated Hospital of Kunming Medical University, Kunming, ChinaPurposeTo explore the relationship between blood-brain barrier (BBB) leakage and brain structure in non-brain metastasis lung cancer (LC) by magnetic resonance imaging (MRI) as well as to indicate the possibility of brain metastasis (BM) occurrence.Patients and methodsMRI were performed in 75 LC patients and 29 counterpart healthy peoples (HCs). We used the Patlak pharmacokinetic model to calculate the average leakage in each brain region according to the automated anatomical labeling (AAL) atlas. The thickness of the cortex and the volumes of subcortical structures were calculated using the FreeSurfer base on Destrieux atlas. We compared the thickness of the cerebral cortex, the volumes of subcortical structures, and the leakage rates of BBB, and evaluated the relationships between these parameters.ResultsCompared with HCs, the leakage rates of seven brain regions were higher in patients with advanced LC (aLC). In contrast to patients with early LC (eLC), the cortical thickness of two regions was decreased in aLCs. The volumes of twelve regions were also reduced in aLCs. Brain regions with increased BBB penetration showed negative correlations with thinner cortices and reduced subcortical structure volumes (P<0.05, R=-0.2 to -0.50). BBB penetration was positively correlated with tumor size and with levels of the tumor marker CYFRA21-1 (P<0.05, R=0.2–0.70).ConclusionWe found an increase in BBB permeability in non-BM aLCs that corresponded to a thinner cortical thickness and smaller subcortical structure volumes. With progression in LC staging, BBB shows higher permeability and may be more likely to develop into BM.https://www.frontiersin.org/articles/10.3389/fonc.2022.1015011/fulllung cancerbrain structureblood-brain barrierbrain metastasisdynamic contrast-enhanced MRI
spellingShingle Da-Fu Zhang
Da-Fu Zhang
Huan Ma
Huan Ma
Guang-Jun Yang
Zhi-Ping Zhang
Yin-Fu He
Mao-Yang Feng
Bao-Ci Shan
Xiu-Feng Xu
Xiu-Feng Xu
Ying-Ying Ding
Yu-Qi Cheng
Yu-Qi Cheng
Blood–brain barrier and brain structural changes in lung cancer patients with non-brain metastases
Frontiers in Oncology
lung cancer
brain structure
blood-brain barrier
brain metastasis
dynamic contrast-enhanced MRI
title Blood–brain barrier and brain structural changes in lung cancer patients with non-brain metastases
title_full Blood–brain barrier and brain structural changes in lung cancer patients with non-brain metastases
title_fullStr Blood–brain barrier and brain structural changes in lung cancer patients with non-brain metastases
title_full_unstemmed Blood–brain barrier and brain structural changes in lung cancer patients with non-brain metastases
title_short Blood–brain barrier and brain structural changes in lung cancer patients with non-brain metastases
title_sort blood brain barrier and brain structural changes in lung cancer patients with non brain metastases
topic lung cancer
brain structure
blood-brain barrier
brain metastasis
dynamic contrast-enhanced MRI
url https://www.frontiersin.org/articles/10.3389/fonc.2022.1015011/full
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